Challenges in calculation of the gamma index in radiotherapy–towards good practice

M Hussein, CH Clark, A Nisbet - Physica Medica, 2017 - Elsevier
The gamma index (γ) is one of the most commonly used metrics for the verification of
complex modulated radiotherapy. The mathematical definition of the γ is computationally …

A deep learning‐based prediction model for gamma evaluation in patient‐specific quality assurance

S Tomori, N Kadoya, Y Takayama, T Kajikawa… - Medical …, 2018 - Wiley Online Library
Purpose Patient‐specific quality assurance (QA) measurement is conducted to confirm the
accuracy of dose delivery. However, measurement is time‐consuming and places a heavy …

Systematic method for a deep learning‐based prediction model for gamma evaluation in patient‐specific quality assurance of volumetric modulated arc therapy

S Tomori, N Kadoya, T Kajikawa, Y Kimura… - Medical …, 2021 - Wiley Online Library
Purpose This study aimed to develop and evaluate a novel strategy for establishing a deep
learning‐based gamma passing rate (GPR) prediction model for volumetric modulated arc …

[HTML][HTML] Competency level in radiotherapy across EU educational programmes: A cross-case study evaluating stakeholders' perceptions

JG Couto, S McFadden, P McClure, P Bezzina… - Radiography, 2022 - Elsevier
Abstract Introduction The education of Therapeutic Radiographers (TRs) is regulated in
some countries but is not standardised across the EU, leading to differences in …

Predicting gamma evaluation results of patient‐specific head and neck volumetric‐modulated arc therapy quality assurance based on multileaf collimator patterns and …

S Thongsawad, S Srisatit… - Journal of Applied Clinical …, 2022 - Wiley Online Library
The purpose of this study was to develop a predictive model for patient‐specific VMAT QA
results using multileaf collimator (MLC) effect and texture analysis. The MLC speed …

Analysis of dose comparison techniques for patient‐specific quality assurance in radiation therapy

L Yu, TLS Tang, N Cassim… - Journal of applied …, 2019 - Wiley Online Library
Purpose Gamma evaluation is the most commonly used technique for comparison of dose
distributions for patient‐specific pretreatment quality assurance in radiation therapy …

Virtual pretreatment patient‐specific quality assurance of volumetric modulated arc therapy using deep learning

SA Yoganathan, S Ahmed, S Paloor, T Torfeh… - Medical …, 2023 - Wiley Online Library
Background Automatic patient‐specific quality assurance (PSQA) is recently explored using
artificial intelligence approaches, and several studies reported the development of machine …

[HTML][HTML] Correlation between patient-specific quality assurance in volumetric modulated arc therapy and 2D dose image features

Y Guo, J Hu, Y Li, J Ran, H Cai - Scientific reports, 2023 - nature.com
In radiotherapy, air-filled ion chamber detectors are ubiquitously used in routine dose
measurements for treatment planning. However, its use has been restricted by intrinsic low …

Impact of delivery characteristics on dose delivery accuracy of volumetric modulated arc therapy for different treatment sites

J Li, X Zhang, J Li, R Jiang, J Sui… - Journal of Radiation …, 2019 - academic.oup.com
This study aimed to investigate the impact of delivery characteristics on the dose delivery
accuracy of volumetric modulated arc therapy (VMAT) for different treatment sites. The …

A survey of modulated radiotherapy use in Australia & New Zealand in 2015

J Barber, P Vial, P White, N Menzies… - Australasian physical & …, 2017 - Springer
A survey of radiation oncology medical physics departments across Australia and New
Zealand was conducted to assess the usage, commissioning and quality assurance of …